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Language Modeling

2,579 papers

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Papers

Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision EMNLP 2020
Retrofitting Structure-aware Transformer Language Model for End Tasks EMNLP 2020
If beam search is the answer, what was the question? EMNLP 2020
Interpretation of NLP models through input marginalization EMNLP 2020
Don’t Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation EMNLP 2020
Supervised Seeded Iterated Learning for Interactive Language Learning EMNLP 2020
Word Frequency Does Not Predict Grammatical Knowledge in Language Models EMNLP 2020
Compositional Demographic Word Embeddings EMNLP 2020
Sparse Text Generation EMNLP 2020
Do sequence-to-sequence VAEs learn global features of sentences? EMNLP 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space EMNLP 2020
Analyzing Individual Neurons in Pre-trained Language Models EMNLP 2020
Blank Language Models EMNLP 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model? EMNLP 2020
Consistency of a Recurrent Language Model With Respect to Incomplete Decoding EMNLP 2020
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models EMNLP 2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation EMNLP 2020
Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation EMNLP 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models EMNLP 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention EMNLP 2020
Pretrained Language Model Embryology: The Birth of ALBERT EMNLP 2020
What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding EMNLP 2020
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020
Attention is Not Only a Weight: Analyzing Transformers with Vector Norms EMNLP 2020
Probing Pretrained Language Models for Lexical Semantics EMNLP 2020